Emotional Prosody Processing in Nonnative English Speakers

Bąk, Halszka

doi:10.1007/978-3-319-44042-2_7

Cited by 2 publications

(1 citation statement)

References 16 publications

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“…These theories took hold in the late 1960s, mostly via Paul Ekman and his mentor Silvan Tomkins. Drawing upon Charles Darwin’s theorizing in The Expression of the Emotions in Man and Animals (Darwin, 1872), Tomkins and Ekman proposed six universal, evolved, categorical, eruptile emotions, with the list of these basic emotions has grown over the years (Ba˛k, 2016; Colombetti, 2014; Ekman & Cordaro, 2011; see commentary by Leys, 2017). Each emotion came with its own iconic face (e.g., smiles for happiness, scowls for anger, and pouty faces for sadness).…”

Section: Misconception No 3: We Have Basic Emotions That Are “Read Ou...mentioning

confidence: 99%

Four Misconceptions About Nonverbal Communication

Patterson

Fridlund

Crivelli

2023

Perspect Psychol Sci

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Research and theory in nonverbal communication have made great advances toward understanding the patterns and functions of nonverbal behavior in social settings. Progress has been hindered, we argue, by presumptions about nonverbal behavior that follow from both received wisdom and faulty evidence. In this article, we document four persistent misconceptions about nonverbal communication—namely, that people communicate using decodable body language; that they have a stable personal space by which they regulate contact with others; that they express emotion using universal, evolved, iconic, categorical facial expressions; and that they can deceive and detect deception, using dependable telltale clues. We show how these misconceptions permeate research as well as the practices of popular behavior experts, with consequences that extend from intimate relationships to the boardroom and courtroom and even to the arena of international security. Notwithstanding these misconceptions, existing frameworks of nonverbal communication are being challenged by more comprehensive systems approaches and by virtual technologies that ambiguate the roles and identities of interactants and the contexts of interaction.

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Section: Misconception No 3: We Have Basic Emotions That Are “Read Ou...mentioning

confidence: 99%

Four Misconceptions About Nonverbal Communication

Patterson

Fridlund

Crivelli

2023

Perspect Psychol Sci

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Deep ganitrus algorithm for speech emotion recognition

Shukla

Jain

2022

IFS

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Human emotion recognition with the evaluation of speech signals is an emerging topic in recent decades. Emotion recognition through speech signals is relatively confusing because of the speaking style, voice quality, cultural background of the speaker, environment, etc. Even though numerous signal processing methods and frameworks exists to detect and characterize the speech signal’s emotions, they do not attain the full speech emotion recognition (SER) accuracy and success rate. This paper proposes a novel algorithm, namely the deep ganitrus algorithm (DGA), to perceive the various categories of emotions from the input speech signal for better accuracy. DGA combines independent component analysis with fisher criterion for feature extraction and deep belief network with wake sleep for emotion classification. This algorithm is inspired by the elaeocarpus ganitrus (rudraksha seed), which has 1 to 21 lines. The single line bead is rarest to find, analogously finding a single emotion from the speech signal is also complex. The proposed DGA is experimentally verified on the Berlin database. Finally, the evaluation results were compared with the existing framework, and the test result accomplishes better recognition accuracy when compared with all other current algorithms.

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Emotional Prosody Processing in Nonnative English Speakers

Cited by 2 publications

References 16 publications

Four Misconceptions About Nonverbal Communication

Four Misconceptions About Nonverbal Communication

Deep ganitrus algorithm for speech emotion recognition

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